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The Top 356 Python Resnet Open Source Projects on Github

Pytorch Image Models ⭐ 14,751
PyTorch image models, scripts, pretrained weights -- ResNet, ResNeXT, EfficientNet, EfficientNetV2, NFNet, Vision Transformer, MixNet, MobileNet-V3/V2, RegNet, DPN, CSPNet, and more
Numpy Ml ⭐ 10,559
Machine learning, in numpy
Pretrained Models.pytorch ⭐ 8,094
Pretrained ConvNets for pytorch: NASNet, ResNeXt, ResNet, InceptionV4, InceptionResnetV2, Xception, DPN, etc.
Tf Faster Rcnn ⭐ 3,595
Tensorflow Faster RCNN for Object Detection
Paddlex ⭐ 3,338
PaddlePaddle End-to-End Development Toolkit（『飞桨』深度学习全流程开发工具）
Segmentation_models ⭐ 3,176
Segmentation models with pretrained backbones. Keras and TensorFlow Keras.
Resnest ⭐ 2,753
ResNeSt: Split-Attention Networks
Facenet Pytorch ⭐ 2,073
Pretrained Pytorch face detection (MTCNN) and facial recognition (InceptionResnet) models
Pytorch Cifar100 ⭐ 1,893
Practice on cifar100(ResNet, DenseNet, VGG, GoogleNet, InceptionV3, InceptionV4, Inception-ResNetv2, Xception, Resnet In Resnet, ResNext,ShuffleNet, ShuffleNetv2, MobileNet, MobileNetv2, SqueezeNet, NasNet, Residual Attention Network, SENet, WideResNet)
Pytorch Deeplab Xception ⭐ 1,708
DeepLab v3+ model in PyTorch. Support different backbones.
Deep Reinforcement Learning With Pytorch ⭐ 1,645
PyTorch implementation of DQN, AC, ACER, A2C, A3C, PG, DDPG, TRPO, PPO, SAC, TD3 and ....
Pytorch Classification ⭐ 1,244
Classification with PyTorch.
Caffe Model ⭐ 1,238
Caffe models (including classification, detection and segmentation) and deploy files for famouse networks
Keras Resnet ⭐ 1,194
Residual networks implementation using Keras-1.0 functional API
Tensornets ⭐ 968
High level network definitions with pre-trained weights in TensorFlow
Autodl ⭐ 819
Automated Deep Learning without ANY human intervention. 1'st Solution for AutoDL [email protected]
Bmw Tensorflow Training Gui ⭐ 765
This repository allows you to get started with a gui based training a State-of-the-art Deep Learning model with little to no configuration needed! NoCode training with TensorFlow has never been so easy.
Pytorch2keras ⭐ 740
PyTorch to Keras model convertor
Medicalzoopytorch ⭐ 712
A pytorch-based deep learning framework for multi-modal 2D/3D medical image segmentation
Classification_models ⭐ 706
Classification models trained on ImageNet. Keras.
Pytorch_resnet_cifar10 ⭐ 614
Proper implementation of ResNet-s for CIFAR10/100 in pytorch that matches description of the original paper.
Cifar Zoo ⭐ 575
PyTorch implementation of CNNs for CIFAR benchmark
Vqa.pytorch ⭐ 536
Visual Question Answering in Pytorch
Basic_cnns_tensorflow2 ⭐ 443
A tensorflow2 implementation of some basic CNNs(MobileNetV1/V2/V3, EfficientNet, ResNeXt, InceptionV4, InceptionResNetV1/V2, SENet, SqueezeNet, DenseNet, ShuffleNetV2, ResNet).
R2cnn_fpn_tensorflow ⭐ 393
R2CNN: Rotational Region CNN Based on FPN (Tensorflow)
Deep Ctr Prediction ⭐ 389
CTR prediction models based on deep learning(基于深度学习的广告推荐CTR预估模型)
Resnext.pytorch ⭐ 388
Reproduces ResNet-V3 with pytorch
Fpn_tensorflow ⭐ 384
A Tensorflow implementation of FPN detection framework.
Deepslide ⭐ 351
Code for the Nature Scientific Reports paper "Pathologist-level classification of histologic patterns on resected lung adenocarcinoma slides with deep neural networks." A sliding window framework for classification of high resolution whole-slide images, often microscopy or histopathology images.
Self Label ⭐ 350
Self-labelling via simultaneous clustering and representation learning. (ICLR 2020)
Cnn Models ⭐ 348
ImageNet pre-trained models with batch normalization for the Caffe framework
Rezero ⭐ 326
Official PyTorch Repo for "ReZero is All You Need: Fast Convergence at Large Depth"
Cbir ⭐ 300
🏞 A content-based image retrieval (CBIR) system
Eeg Dl ⭐ 296
A Deep Learning library for EEG Tasks (Signals) Classification, based on TensorFlow.
Real Time Gesrec ⭐ 274
Real-time Hand Gesture Recognition with PyTorch on EgoGesture, NvGesture, Jester, Kinetics and UCF101
Deepfake Detection ⭐ 262
Towards deepfake detection that actually works
Resnetcam Keras ⭐ 245
Keras implementation of a ResNet-CAM model
R Centernet ⭐ 231
detector for rotated-object based on CenterNet/基于CenterNet的旋转目标检测
Machine Learning Is All You Need ⭐ 223
🔥🌟《Machine Learning 格物志》: ML + DL + RL basic codes and notes by sklearn, PyTorch, TensorFlow, Keras & the most important, from scratch!💪 This repository is ALL You Need!
Pyramidnet Pytorch ⭐ 215
A PyTorch implementation for PyramidNets (Deep Pyramidal Residual Networks, https://arxiv.org/abs/1610.02915)
Wideresnet Pytorch ⭐ 206
Wide Residual Networks (WideResNets) in PyTorch
Tensorflow Computer Vision Tutorial ⭐ 205
Tutorials of deep learning for computer vision.
Octconv.pytorch ⭐ 187
PyTorch implementation of Octave Convolution with pre-trained Oct-ResNet and Oct-MobileNet models
Sca Cnn.cvpr17 ⭐ 178
Image Captions Generation with Spatial and Channel-wise Attention
Voice_activity_detection ⭐ 171
Voice Activity Detection based on Deep Learning & TensorFlow
Tensorflow Cnn Finetune ⭐ 165
Finetuning AlexNet, VGGNet and ResNet with TensorFlow
Iresnet ⭐ 157
Improved Residual Networks (https://arxiv.org/pdf/2004.04989.pdf)
Holocron ⭐ 155
PyTorch implementations of recent Computer Vision tricks (ReXNet, RepVGG, Unet3p, YOLOv4, CIoU loss, AdaBelief)
Simpleaicv Pytorch Imagenet Coco Training ⭐ 153
Training examples and results for ImageNet(ILSVRC2012)/COCO2017/VOC2007+VOC2012 datasets.Include ResNet/DarkNet/RegNet/RetinaNet/FCOS/CenterNet/YOLO series.
Resnet Cifar10 Caffe ⭐ 152
ResNet-20/32/44/56/110 on CIFAR-10 with Caffe
Vip ⭐ 146
Video Platform for Action Recognition and Object Detection in Pytorch
Sceneclassify ⭐ 143
AI场景分类竞赛
Dsfd.pytorch ⭐ 139
DSFD implement with pytorch
Flexible Yolov5 ⭐ 137
More readable and flexible yolov5 with more backbone(resnet, shufflenet, moblienet, efficientnet, hrnet, swin-transformer) and (cbam，dcn and so on), and tensorrt
Chainer Cifar10 ⭐ 132
Various CNN models for CIFAR10 with Chainer
Nsfw Resnet ⭐ 126
🔥🔥NSFW implement in pytorch（色情图&性感图识别，本程序经过了线上大数据集测试，性能优异效果良好）🔥🔥
Pytorch Cifar10 ⭐ 124
pytorch and cifar10
Resnet On Cifar10 ⭐ 124
Reimplementation ResNet on cifar10 with caffe
R Dfpn_fpn_tensorflow ⭐ 120
R-DFPN: Rotation Dense Feature Pyramid Networks (Tensorflow)
Fixup ⭐ 106
A Re-implementation of Fixed-update Initialization
Pytorch Asr ⭐ 100
ASR with PyTorch
Video_features ⭐ 100
Extract video features from raw videos using multiple GPUs. We support RAFT and PWC flow frames as well as I3D, R(2+1)D, VGGish, ResNet features.
Pytorch Speech Commands ⭐ 98
Speech commands recognition with PyTorch
Resnet Face Pytorch ⭐ 98
Training a ResNet on UMDFaces for face recognition
Imagenet ⭐ 97
Pytorch Imagenet Models Example + Transfer Learning (and fine-tuning)
Sparsezoo ⭐ 96
Neural network model repository for highly sparse and sparse-quantized models with matching sparsification recipes
Hypernetworks ⭐ 95
PyTorch implementation of HyperNetworks (Ha et al., ICLR 2017) for ResNet (Residual Networks)
Pytorchconv3d ⭐ 95
I3D and 3D-ResNets in PyTorch
Luna16 Lung Nodule Analysis 2016 Challenge ⭐ 94
LUNA16-Lung-Nodule-Analysis-2016-Challenge
Shiftresnet Cifar ⭐ 92
ResNet with Shift, Depthwise, or Convolutional Operations for CIFAR-100, CIFAR-10 on PyTorch
Rmnet ⭐ 87
RM Operation can equivalently convert ResNet to VGG, which is better for pruning; and can help RepVGG perform better when the depth is large.
Neural Dream ⭐ 87
PyTorch implementation of DeepDream algorithm
Cbam Tensorflow Slim ⭐ 82
CBAM implementation on TensorFlow Slim
Imagenet ⭐ 80
This implements training of popular model architectures, such as AlexNet, ResNet and VGG on the ImageNet dataset(Now we supported alexnet, vgg, resnet, squeezenet, densenet)
M Pact ⭐ 78
A one stop shop for all of your activity recognition needs.
Flaxmodels ⭐ 75
Pretrained models for Jax/Flax: StyleGAN2, GPT2, VGG, ResNet.
Mit Driverless Cv Traininginfra ⭐ 73
PyTorch pipeline of MIT Driverless Computer Vision paper(2020)
Pytorch_hand_classifier ⭐ 73
Simple hand classifier by Pytorch and ResNet
Xtreme Vision ⭐ 71
A High Level Python Library to empower students, developers to build applications and systems enabled with computer vision capabilities.
Bilinear_cnn_dog_classifi ⭐ 68
tensorflow->BCNN + pytorch -> vgg16/resnet/BCNN
Bsconv ⭐ 66
Reference implementation for Blueprint Separable Convolutions (CVPR 2020)
Resnetvae ⭐ 66
Variational AutoEncoder + ResNet Transfer Learning
Dcase2020_task1 ⭐ 56
Code for DCASE 2020 task 1a and task 1b.
Python_cv_ai_ml ⭐ 54
用python做计算机视觉，人工智能，机器学习，深度学习等
Pytorch Mono Depth ⭐ 49
Monocular depth prediction with PyTorch
Senet Tensorflow Slim ⭐ 48
SENet implementation on TensorFlow Slim
Deep Ranking ⭐ 47
Learning Fine-grained Image Similarity with Deep Ranking is a novel application of neural networks, where the authors use a new multi scale architecture combined with a triplet loss to create a neural network that is able to perform image search. This repository is a simplified implementation of the same
Handwritten_digit_recognition ⭐ 46
Handwritten digit recognition with MNIST & Keras
Photo Organizer ⭐ 46
Lviv Data Science Summer School 2016 project
Going Deeper With Convolutional Neural Network For Stock Market Prediction ⭐ 46
Repository for Going Deeper with Convolutional Neural Network for Stock Market Prediction
I3d Tensorflow ⭐ 45
Inflated 3D ConvNets for video understanding
Alpha Zero ⭐ 45
AlphaZero implementation for Othello, Connect-Four and Tic-Tac-Toe based on "Mastering the game of Go without human knowledge" and "Mastering Chess and Shogi by Self-Play with a General Reinforcement Learning Algorithm" by DeepMind.
Mnist Baselines ⭐ 45
Baseline classifiers on the polluted MNIST dataset, SJTU CS420 course project
Se Net Cifar ⭐ 45
SE-Net Incorporates with ResNet and WideResnet on CIFAR-10/100 Dataset.
Wideresnet Tensorlayer ⭐ 43
Wide Residual Networks implemented in TensorLayer and TensorFlow.
Jax Resnet ⭐ 41
Implementations and checkpoints for ResNet, Wide ResNet, ResNeXt, ResNet-D, and ResNeSt in JAX (Flax).
Mobile Image Matting ⭐ 40
a lightweight image matting model
Pytorch Cifar10 ⭐ 39
The state-of-the-art algorithms on CIFAR-10 dataset in PyTorch
Picsarthack Binary Segmentation ⭐ 39
Segmenting people on photos using IOS devices [Pytorch; Unet]
Image Classification Pytorch ⭐ 39
Learning and Building Convolutional Neural Networks using PyTorch
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